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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report.
### YOLOv8 Component
Predict
### Bu…
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Hi
I have a question about the generalization ability of YOLO or deep learning methods in general:
I am working on vehicle detection and classification in highway **traffic surveillance videos**. …
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After converting into .xml files, how will you convert it into 2-D so that it can be given as input for ML algorithm. I have never done this so please help.
Thank you
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_ToDo: determine phd focus and scope_
Phd Funding project: https://www.tudelft.nl/en/2020/tu-delft/eur33m-research-funding-to-establish-trust-in-the-internet-economy
Duration: 1 Sep 2023 - 1 sep 2…
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Work with multi-layer bayesian neural networks and compare it with more classical methods (ADVI).
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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### Search before asking
- [x] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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## 🚀 Feature
It would be very convenient if PyTorch offered UCI data sets (like Iris) similar to torchvision, which offers common data sets.
I just wrote Datasets for Iris, MONKs, BreastCancer, and …
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### Question
Hi,
I use yolov5x with this setting (train: 70%, val: 10%, test: 20%)
```
train: images/train # train images (relative to 'path') 128 images
val: images/val # val images (relativ…